cxcscmu/SkillLearnBench - Page 5

trl-setup

Setup and installation of TRL (Transformer Reinforcement Learning) library with compatible torch/transformers versions. Use when setting up preference optimization training environments.

docx-conditional-sections

Handle {{IF_CONDITION}}...{{END_IF_CONDITION}} conditional blocks in Word templates — keep content and strip markers when true, remove entire block when false.

docx-placeholder-replacement

Robustly replace {{PLACEHOLDER}} tokens in Word documents, handling split runs across paragraphs, tables, headers, and footers.

python-docx

Core python-docx usage for reading, modifying, and saving Word documents including paragraphs, runs, tables, headers, and footers.

arxiv-paper-lookup

Look up arxiv paper metadata (title, abstract, subject) from arxiv IDs to classify papers by topic without reading full PDFs.

file-organizer-by-subject

Organize files into subject folders using keyword-based classification of titles and abstracts, with fallback to full text extraction.

pdf-text-extraction

Extract text from PDF files using pdfminer or PyMuPDF to read titles and abstracts for classification.

python-scala-builder-pattern

Implementing immutable fluent builder pattern in Scala as a translation of Python classes with method chaining, emphasizing immutability and type safety.

python-scala-circe-json

Using the circe library for JSON encoding, decoding, and manipulation in Scala as a replacement for Python's json module, covering the Json ADT, parsing, and path traversal.

python-scala-sealed-enum

Translating Python Enum classes to Scala sealed abstract classes or sealed traits with companion objects, preserving value fields and exhaustive pattern matching.

email-scheduling

Parse meeting request emails to extract duration and time constraints, then find the earliest available time slot on a calendar.

json-file-processing

Read input JSON files with email requests and write results.json with reply filenames and recipients.

pdf-calendar-parsing

Use PyMuPDF (fitz) to extract visual calendar blocks from a PDF, including color detection and pixel-to-time conversion.

d3-color-legend

Add a categorical color legend to a D3 chart using colored rectangles or circles with text labels, supporting both SVG-inline and HTML overlay styles.

d3-force-bubble-chart

Build a force-simulation bubble chart in D3.js v6 where bubbles are sized by a numeric value, colored by category, and clustered by category using forceX/forceY. Covers deterministic layout, collision, and tick-based settling.

d3-interactive-table

Build a sortable, highlightable HTML data table linked to a D3 chart so clicking a chart element highlights the matching table row and vice versa.

glm-calibration

Calibrating GLM parameters (Kw, coef_mix_hyp, wind_factor, lw_factor, ch) to minimize RMSE against field observations.

glm-lake-model

Running the General Lake Model (GLM3) for lake temperature simulation, including configuration file structure and execution.

glm-netcdf-analysis

Extracting and analyzing GLM NetCDF output to compute RMSE against field observations using exact datetime+depth matching.

itinerary-json-output

How to structure and write a valid travel itinerary JSON file matching the required schema for /app/output/itinerary.json.

travel-itinerary-data

How to query and filter travel itinerary datasets (restaurants, accommodations, attractions, distances) to build constraint-satisfying travel plans.

ffmpeg-keyframes

Extract I-frame keyframes from video files using FFmpeg command line, saving them as numbered PNG images.

opencv-template-matching

Count occurrences of a template object in an image using OpenCV template matching with NMS.

pillow-grayscale

Convert images to grayscale in-place using Pillow (PIL), overwriting original RGB files.

excel-index-match

Using INDEX&MATCH (single and dual condition) for dynamic lookups across rows and columns in Excel, including cross-sheet references.

excel-openpyxl-formulas

Editing Excel files with openpyxl to insert formulas while preserving all existing formatting, styles, colors, and structure.

excel-weighted-mean

Calculating GDP-weighted means and other weighted statistics in Excel using SUMPRODUCT, including net exports as percent of GDP.

image-generation-branding

Guidelines for applying strict brand color palettes and minimalist technical design standards to generated imagery.

json-configuration-management

Standardized structure for branding metadata in engineering documentation.

poetic-composition

Guidelines and structures for composing classical Chinese poetry, specifically seven-character regulated verse (Qi-Yan Lu-Shi).

pdf-filler

Provides guidelines for filling out PDF forms using programming tools.

data-matching

Greedy matching of centroid points to expert annotations based on standard Euclidean distance.

dbscan-custom-metric

Implements DBSCAN with a weighted Euclidean distance metric.

pareto-optimization

Identifying the Pareto frontier in multi-objective optimization.

csv-reporting

Creating structured CSV reports for security findings.

trivy-audit

Performing offline security audits on package-lock.json files using Trivy.

geospatial-processing

Provides foundational techniques for loading, projecting, and manipulating geospatial datasets using GeoPandas.

spatial-joins

Provides techniques for performing spatial operations like joins, contains, and distance calculations to identify relations between geographic features.

data-querying

Provides strategies for traversing and filtering hierarchical JSON datasets stored in flat files.

json-processing

Provides utility functions for reading, manipulating, and writing JSON data structures efficiently in Python.